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courses:ae4m33bia:labs [2012/10/14 12:16]
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courses:ae4m33bia:labs [2013/04/18 18:59]
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^ Seminar ^ Topic ^ Materials ^
^ Seminar ^ Topic ^ Materials ^
-
| 1. | Introduction to optimization -- dynamic programming demonstration, local search algorithm demonstration | {{:courses:
a4m33bia
:dp_examples.pdf|}}, {{:courses:
a4m33bia
:local_optimizers.zip|}} |
+
| 1. | Introduction to optimization -- dynamic programming demonstration, local search algorithm demonstration | {{:courses:
ae4m33bia
:dp_examples.pdf|}}, {{:courses:
ae4m33bia
:local_optimizers.zip|}} |
-
| 2. | Survey of successful applications of neural networks. | {{:courses:a4m33bia:
ann_examples_2011
.pdf|}} |
+
| 2. | Survey of successful applications of neural networks. | {{:courses:a4m33bia:
ann_examples-2013
.pdf|}} |
-
| 3. | JavaNNS -- introduction to the system. ANN individual project assignment. | {{:courses:ae4m33bia:javanns-win.zip|JavaNNS}},
[[
courses:
ae4m33bia
:
guidelines_ann
|
Guidelines for ANN assignment]]
, {{:courses:a4m33bia:snnsv4.2.manual.pdf|}}, [[http://www.cs.bham.ac.uk/~jxb/NN/javaNNS/javaNNSguide.html|Quick Guide to javaNNS]] |
+
| 3. | JavaNNS -- introduction to the system. ANN individual project assignment. |
[[http://www.mathworks.com/products/neural-network/index.html|Matlab Neural Network Toolbox]],
{{:courses:ae4m33bia:javanns-win.zip|JavaNNS
(Win)
}},
{{:
courses:
a4m33bia
:
javanns-mac.zip
|
JavaNNS (Mac)}}
, {{:courses:a4m33bia:snnsv4.2.manual.pdf|}}, [[http://www.cs.bham.ac.uk/~jxb/NN/javaNNS/javaNNSguide.html|Quick Guide to javaNNS]] |
-
| 4. | Consultations on ANN project | [[http://research.cs.tamu.edu/prism/lectures/iss/iss_l13.pdf|Three-way data splits]], [[http://en.wikipedia.org/wiki/Confusion_matrix|Confusion matrix]], [[http://en.wikipedia.org/wiki/Cross-validation_%28statistics%29#K-fold_cross-validation|K-fold cross-validation]]
|
+
| 4. | Consultations on ANN project | [[http://research.cs.tamu.edu/prism/lectures/iss/iss_l13.pdf|Three-way data splits]], [[http://en.wikipedia.org/wiki/Confusion_matrix|Confusion matrix]], [[http://en.wikipedia.org/wiki/Cross-validation_%28statistics%29#K-fold_cross-validation|K-fold cross-validation]]
,
{{:courses:a4m33bia:somtoolbox2_mar_17_2005.zip|SOM toolbox}}, {{:courses:a4m33bia:som_toolbox_manual.pdf|SOM toolbox manual}} |
-
| 5. | Self-organizing maps |
{{:courses:a4m33bia:somtoolbox2_mar_17_2005.zip|SOM toolbox}}, {{:courses:a4m33bia:som_toolbox_manual.pdf|SOM toolbox manual}} |
+
|
5
. |
Self-organizing maps
| {{:courses:
ae4m33bia
:
somtoolbox2_mar_17_2005
.zip|}}, {{:courses:
ae4m33bia
:
som_toolbox_manual
.pdf|}}
|
-
|
6
. |
Simple genetic algorithm demonstration.
| {{:courses:
a4m33bia
:
ea-matlab
.zip|}}, {{:courses:
a4m33bia
:
individual_projects_ea_2011
.pdf|
Topics for individual projects on EAs
}}
, {{:courses:ae4m33bia:sga
.
zip
|
}}
|
+
| 6
.
|
Consultations on ANN project. |
|
| 7. | {{:courses:ae4m33bia:applications_of_eas.pdf|Successful applications of evolutionary algorithms}}, EA individual project assignment. | |
| 7. | {{:courses:ae4m33bia:applications_of_eas.pdf|Successful applications of evolutionary algorithms}}, EA individual project assignment. | |
| 8. | **Submission of reports on neural networks**, Consultations on EA project | |
| 8. | **Submission of reports on neural networks**, Consultations on EA project | |
-
| 9. |
Midterm test
|
|
+
| 9. |
Simple genetic algorithm demonstration.
|
{{:courses:ae4m33bia:ea-matlab.zip|}}, {{:courses:ae4m33bia:individual_projects_ea_2012.pdf|}}, {{:courses:ae4m33bia:sga.zip|}}
|
| 10. | Consultations on EA project | |
| 10. | Consultations on EA project | |
| 11. | Consultations on EA project | |
| 11. | Consultations on EA project | |
-
| 12. | Consultations on EA project | |
+
| 12
. | **Midterm test**. | {{:courses:ae4m33bia:sampletest.pdf|**Sample test**}} |
-
|
13
. | **Submission of reports on evolutionary algorithms
**
,
Oral presentations of the EA project | |
+
| 13
. | Consultations on EA project | |
-
| 14. |
EA program presentations, Assignments | |
+
|
14
. | **Submission of reports on evolutionary algorithms, EA program presentations
**
, Assignments | |
\\
\\
[[courses:ae4m33bia:start|Back to the startpage]]
[[courses:ae4m33bia:start|Back to the startpage]]
-
courses/ae4m33bia/labs.txt
· Last modified: 2015/03/08 21:02 by
kubalik